Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	110
Missing cells	116
Missing cells (%)	3.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.8 KiB
Average record size in memory	212.4 B

Variable types

NUM	23
CAT	4

Warnings

`totalvariablecosts_gbpperkgcarc` is highly correlated with `feed_gbpperkgcarc` and 1 other fields	High correlation
`feed_gbpperkgcarc` is highly correlated with `totalvariablecosts_gbpperkgcarc`	High correlation
`totalfixedcosts_gbpperkgcarc` is highly correlated with `depreciationandfinance_gbpperkgcarc`	High correlation
`depreciationandfinance_gbpperkgcarc` is highly correlated with `totalfixedcosts_gbpperkgcarc`	High correlation
`total_gbpperkgcarc` is highly correlated with `totalvariablecosts_gbpperkgcarc`	High correlation
`averagefarmfeedprice_europertonne` is highly correlated with `finisher_europertonne`	High correlation
`finisher_europertonne` is highly correlated with `averagefarmfeedprice_europertonne`	High correlation
`pigsrearedsowyear` is highly correlated with `pigsweanedsowyear` and 1 other fields	High correlation
`pigsweanedsowyear` is highly correlated with `pigsrearedsowyear` and 1 other fields	High correlation
`pigssoldsowyear` is highly correlated with `pigsweanedsowyear` and 1 other fields	High correlation
`averagecarcaseweightcoldkg` is highly correlated with `averageliveweightatslaughterkg`	High correlation
`averageliveweightatslaughterkg` is highly correlated with `averagecarcaseweightcoldkg`	High correlation
`country` is highly correlated with `country_upcase`	High correlation
`country_upcase` is highly correlated with `country`	High correlation
`feed_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`othervariablecosts_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`totalvariablecosts_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`labour_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`depreciationandfinance_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`totalfixedcosts_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`total_gbpperkgcarc` has 2 (1.8%) missing values	Missing
`sow_europertonne` has 19 (17.3%) missing values	Missing
`rearer_europertonne` has 19 (17.3%) missing values	Missing
`finisher_europertonne` has 19 (17.3%) missing values	Missing
`averagefarmfeedprice_europertonne` has 19 (17.3%) missing values	Missing
`_merge_1` has 2 (1.8%) missing values	Missing
`pigsweanedsowyear` has 2 (1.8%) missing values	Missing
`pigsrearedsowyear` has 2 (1.8%) missing values	Missing
`pigssoldsowyear` has 2 (1.8%) missing values	Missing
`litterssowyear` has 2 (1.8%) missing values	Missing
`rearingmortality` has 2 (1.8%) missing values	Missing
`finishingmortality` has 2 (1.8%) missing values	Missing
`finishingdailyliveweightgaingday` has 2 (1.8%) missing values	Missing
`finishingfeedconversionratio` has 2 (1.8%) missing values	Missing
`averageliveweightatslaughterkg` has 2 (1.8%) missing values	Missing
`averagecarcaseweightcoldkg` has 2 (1.8%) missing values	Missing
`carcasemeatproductionsowyearkg` has 2 (1.8%) missing values	Missing
`country` has 2 (1.8%) missing values	Missing
`country_upcase` is uniformly distributed	Uniform

Reproduction

Analysis started	2022-05-09 21:12:39.487118
Analysis finished	2022-05-09 21:14:20.613407
Duration	1 minute and 41.13 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

feed_gbpperkgcarc
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	46
Distinct (%)	42.6%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.7797222222
Minimum	0.46
Maximum	1.12
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.46
5-th percentile	0.59
Q1	0.69
median	0.785
Q3	0.87
95-th percentile	0.98
Maximum	1.12
Range	0.66
Interquartile range (IQR)	0.18

Descriptive statistics

Standard deviation	0.1258649204
Coefficient of variation (CV)	0.1614227693
Kurtosis	0.1063259916
Mean	0.7797222222
Median Absolute Deviation (MAD)	0.085
Skewness	0.2469875001
Sum	84.21
Variance	0.01584197819
Monotocity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.8	12	10.9%
0.75	8	7.3%
0.87	6	5.5%
0.69	5	4.5%
0.83	4	3.6%
0.7	3	2.7%
0.77	3	2.7%
0.89	3	2.7%
0.84	3	2.7%
0.67	3	2.7%
Other values (36)	58	52.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.46	1	0.9%
0.54	1	0.9%
0.56	1	0.9%
0.57	1	0.9%
0.58	1	0.9%

Value	Count	Frequency (%)
1.12	1	0.9%
1.11	1	0.9%
1.07	1	0.9%
1.06	1	0.9%
0.99	1	0.9%

othervariablecosts_gbpperkgcarc
Real number (ℝ_≥0)

MISSING

Distinct	27
Distinct (%)	25.0%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.2012037037
Minimum	0.07
Maximum	0.35
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.07
5-th percentile	0.1035
Q1	0.1675
median	0.21
Q3	0.2325
95-th percentile	0.3065
Maximum	0.35
Range	0.28
Interquartile range (IQR)	0.065

Descriptive statistics

Standard deviation	0.06132063111
Coefficient of variation (CV)	0.3047688983
Kurtosis	-0.2927646076
Mean	0.2012037037
Median Absolute Deviation (MAD)	0.03
Skewness	0.06615320413
Sum	21.73
Variance	0.003760219799
Monotocity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0.22	16	14.5%
0.19	9	8.2%
0.23	9	8.2%
0.24	8	7.3%
0.18	7	6.4%
0.12	6	5.5%
0.13	5	4.5%
0.11	5	4.5%
0.27	5	4.5%
0.17	5	4.5%
Other values (17)	33	30.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.07	1	0.9%
0.08	1	0.9%
0.09	1	0.9%
0.1	3	2.7%
0.11	5	4.5%

Value	Count	Frequency (%)
0.35	1	0.9%
0.34	1	0.9%
0.33	1	0.9%
0.32	2	1.8%
0.31	1	0.9%

totalvariablecosts_gbpperkgcarc
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	52
Distinct (%)	48.1%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.9802777778
Minimum	0.57
Maximum	1.33
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.57
5-th percentile	0.71
Q1	0.85
median	1
Q3	1.09
95-th percentile	1.226
Maximum	1.33
Range	0.76
Interquartile range (IQR)	0.24

Descriptive statistics

Standard deviation	0.160376067
Coefficient of variation (CV)	0.1636026753
Kurtosis	-0.4126372361
Mean	0.9802777778
Median Absolute Deviation (MAD)	0.11
Skewness	-0.2188625576
Sum	105.87
Variance	0.02572048287
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.12	6	5.5%
0.85	5	4.5%
1.02	5	4.5%
0.98	5	4.5%
1.09	5	4.5%
1.05	4	3.6%
1.07	4	3.6%
0.73	3	2.7%
1.11	3	2.7%
0.97	3	2.7%
Other values (42)	65	59.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.57	1	0.9%
0.65	1	0.9%
0.68	1	0.9%
0.69	1	0.9%
0.7	1	0.9%

Value	Count	Frequency (%)
1.33	2	1.8%
1.29	1	0.9%
1.28	1	0.9%
1.24	2	1.8%
1.2	1	0.9%

labour_gbpperkgcarc
Real number (ℝ_≥0)

MISSING

Distinct	14
Distinct (%)	13.0%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.1119444444
Minimum	0.03
Maximum	0.16
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.03
5-th percentile	0.05
Q1	0.0975
median	0.12
Q3	0.13
95-th percentile	0.15
Maximum	0.16
Range	0.13
Interquartile range (IQR)	0.0325

Descriptive statistics

Standard deviation	0.0329388653
Coefficient of variation (CV)	0.2942429655
Kurtosis	-0.1976829479
Mean	0.1119444444
Median Absolute Deviation (MAD)	0.02
Skewness	-0.8065289606
Sum	12.09
Variance	0.001084968847
Monotocity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.13	21	19.1%
0.12	20	18.2%
0.15	13	11.8%
0.1	8	7.3%
0.11	8	7.3%
0.14	7	6.4%
0.09	6	5.5%
0.05	6	5.5%
0.06	6	5.5%
0.16	4	3.6%
Other values (4)	9	8.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.03	2	1.8%
0.04	2	1.8%
0.05	6	5.5%
0.06	6	5.5%
0.07	3	2.7%

Value	Count	Frequency (%)
0.16	4	3.6%
0.15	13	11.8%
0.14	7	6.4%
0.13	21	19.1%
0.12	20	18.2%

depreciationandfinance_gbpperkgcarc
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	24
Distinct (%)	22.2%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.1749074074
Minimum	0.07
Maximum	0.32
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.07
5-th percentile	0.09
Q1	0.12
median	0.17
Q3	0.2025
95-th percentile	0.29
Maximum	0.32
Range	0.25
Interquartile range (IQR)	0.0825

Descriptive statistics

Standard deviation	0.05983615277
Coefficient of variation (CV)	0.3421018793
Kurtosis	-0.1600883503
Mean	0.1749074074
Median Absolute Deviation (MAD)	0.04
Skewness	0.4468782302
Sum	18.89
Variance	0.003580365178
Monotocity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0.17	13	11.8%
0.2	12	10.9%
0.12	9	8.2%
0.16	9	8.2%
0.22	8	7.3%
0.18	8	7.3%
0.09	6	5.5%
0.1	5	4.5%
0.15	5	4.5%
0.11	5	4.5%
Other values (14)	28	25.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.07	2	1.8%
0.08	2	1.8%
0.09	6	5.5%
0.1	5	4.5%
0.11	5	4.5%

Value	Count	Frequency (%)
0.32	2	1.8%
0.31	2	1.8%
0.3	1	0.9%
0.29	2	1.8%
0.28	2	1.8%

totalfixedcosts_gbpperkgcarc
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	34
Distinct (%)	31.5%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	0.2863888889
Minimum	0.11
Maximum	0.48
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.11
5-th percentile	0.15
Q1	0.21
median	0.29
Q3	0.34
95-th percentile	0.4365
Maximum	0.48
Range	0.37
Interquartile range (IQR)	0.13

Descriptive statistics

Standard deviation	0.08758929578
Coefficient of variation (CV)	0.305840412
Kurtosis	-0.4492564514
Mean	0.2863888889
Median Absolute Deviation (MAD)	0.06
Skewness	0.06780630737
Sum	30.93
Variance	0.007671884735
Monotocity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0.29	11	10.0%
0.28	8	7.3%
0.32	7	6.4%
0.37	7	6.4%
0.3	7	6.4%
0.2	5	4.5%
0.31	5	4.5%
0.19	5	4.5%
0.27	4	3.6%
0.15	4	3.6%
Other values (24)	45	40.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.11	1	0.9%
0.12	2	1.8%
0.13	1	0.9%
0.14	1	0.9%
0.15	4	3.6%

Value	Count	Frequency (%)
0.48	2	1.8%
0.46	2	1.8%
0.45	1	0.9%
0.44	1	0.9%
0.43	3	2.7%

total_gbpperkgcarc
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	60
Distinct (%)	55.6%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	1.266851852
Minimum	0.7
Maximum	1.7
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	0.7
5-th percentile	0.87
Q1	1.1475
median	1.285
Q3	1.44
95-th percentile	1.553
Maximum	1.7
Range	1
Interquartile range (IQR)	0.2925

Descriptive statistics

Standard deviation	0.2236680123
Coefficient of variation (CV)	0.1765541977
Kurtosis	-0.5210711921
Mean	1.266851852
Median Absolute Deviation (MAD)	0.155
Skewness	-0.424123981
Sum	136.82
Variance	0.05002737972
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.25	6	5.5%
1.44	6	5.5%
1.36	5	4.5%
1.27	5	4.5%
1.53	3	2.7%
1.45	3	2.7%
1.52	3	2.7%
1.33	3	2.7%
1.16	3	2.7%
0.95	3	2.7%
Other values (50)	68	61.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.7	1	0.9%
0.8	1	0.9%
0.85	1	0.9%
0.86	2	1.8%
0.87	2	1.8%

Value	Count	Frequency (%)
1.7	2	1.8%
1.66	1	0.9%
1.65	1	0.9%
1.58	1	0.9%
1.56	1	0.9%

year
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	5.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2017.545455
Minimum	2015
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	2015
5-th percentile	2015
Q1	2016
median	2018
Q3	2019
95-th percentile	2020
Maximum	2020
Range	5
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.722151224
Coefficient of variation (CV)	0.0008535873231
Kurtosis	-1.282116842
Mean	2017.545455
Median Absolute Deviation (MAD)	1.5
Skewness	-0.0454498217
Sum	221930
Variance	2.965804837
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2018	19	17.3%
2019	19	17.3%
2020	19	17.3%
2015	18	16.4%
2016	18	16.4%
2017	17	15.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2015	18	16.4%
2016	18	16.4%
2017	17	15.5%
2018	19	17.3%
2019	19	17.3%

Value	Count	Frequency (%)
2020	19	17.3%
2019	19	17.3%
2018	19	17.3%
2017	17	15.5%
2016	18	16.4%

country_upcase
Categorical

HIGH CORRELATION
UNIFORM

Distinct	20
Distinct (%)	18.2%
Missing	0
Missing (%)	0.0%
Memory size	880.0 B

AUS	6
BEL	6
HUN	6
EU AVERAGE	6
USA	6
Other values (15)	80

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
AUS	6	5.5%
BEL	6	5.5%
HUN	6	5.5%
EU AVERAGE	6	5.5%
USA	6	5.5%
SWE	6	5.5%
SPA	6	5.5%
NL	6	5.5%
ITA	6	5.5%
IRE	6	5.5%
Other values (10)	50	45.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	3
Mean length	3.763636364
Min length	2

sow_europertonne
Real number (ℝ_≥0)

MISSING

Distinct	87
Distinct (%)	95.6%
Missing	19
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%

Mean	236.9135165
Minimum	147.56
Maximum	289
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	147.56
5-th percentile	174.76
Q1	222.495
median	242.87
Q3	261.06
95-th percentile	276.74
Maximum	289
Range	141.44
Interquartile range (IQR)	38.565

Descriptive statistics

Standard deviation	31.91333484
Coefficient of variation (CV)	0.1347045762
Kurtosis	0.0232974851
Mean	236.9135165
Median Absolute Deviation (MAD)	19.77
Skewness	-0.8110954145
Sum	21559.13
Variance	1018.460941
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
265	2	1.8%
208	2	1.8%
259	2	1.8%
248.1	2	1.8%
237.32	1	0.9%
269	1	0.9%
269.49	1	0.9%
284	1	0.9%
250.93	1	0.9%
254.65	1	0.9%
Other values (77)	77	70.0%
(Missing)	19	17.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
147.56	1	0.9%
162.82	1	0.9%
167.01	1	0.9%
170.71	1	0.9%
173.12	1	0.9%

Value	Count	Frequency (%)
289	1	0.9%
284	1	0.9%
281.7	1	0.9%
281	1	0.9%
278.48	1	0.9%

rearer_europertonne
Real number (ℝ_≥0)

MISSING

Distinct	90
Distinct (%)	98.9%
Missing	19
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%

Mean	365.5004396
Minimum	283
Maximum	641.27
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	283
5-th percentile	300.45
Q1	328.015
median	358.9
Q3	383.78
95-th percentile	455.345
Maximum	641.27
Range	358.27
Interquartile range (IQR)	55.765

Descriptive statistics

Standard deviation	58.3563196
Coefficient of variation (CV)	0.1596614211
Kurtosis	7.365900932
Mean	365.5004396
Median Absolute Deviation (MAD)	27.7
Skewness	2.163530868
Sum	33260.54
Variance	3405.460038
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
370	2	1.8%
339.6	1	0.9%
367.3	1	0.9%
398.25	1	0.9%
354.32	1	0.9%
306.22	1	0.9%
329	1	0.9%
344.3	1	0.9%
366.52	1	0.9%
333	1	0.9%
Other values (80)	80	72.7%
(Missing)	19	17.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
283	1	0.9%
286	1	0.9%
297.7	1	0.9%
298.26	1	0.9%
300	1	0.9%

Value	Count	Frequency (%)
641.27	1	0.9%
603.98	1	0.9%
514.02	1	0.9%
481.18	1	0.9%
461.7	1	0.9%

finisher_europertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	85
Distinct (%)	93.4%
Missing	19
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%

Mean	231.1632967
Minimum	144.77
Maximum	289.31
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	144.77
5-th percentile	159.385
Q1	215.44
median	236.49
Q3	252.32
95-th percentile	272.73
Maximum	289.31
Range	144.54
Interquartile range (IQR)	36.88

Descriptive statistics

Standard deviation	32.79397431
Coefficient of variation (CV)	0.1418649707
Kurtosis	0.414263232
Mean	231.1632967
Median Absolute Deviation (MAD)	17.79
Skewness	-0.8208645407
Sum	21035.86
Variance	1075.444751
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
257	2	1.8%
270.49	2	1.8%
261	2	1.8%
289.31	2	1.8%
243	2	1.8%
272.73	2	1.8%
159.9	1	0.9%
269	1	0.9%
224.6	1	0.9%
236.31	1	0.9%
Other values (75)	75	68.2%
(Missing)	19	17.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
144.77	1	0.9%
150.19	1	0.9%
154.5	1	0.9%
158.09	1	0.9%
158.87	1	0.9%

Value	Count	Frequency (%)
289.31	2	1.8%
285.62	1	0.9%
280	1	0.9%
272.73	2	1.8%
272	1	0.9%

averagefarmfeedprice_europertonne
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	91
Distinct (%)	100.0%
Missing	19
Missing (%)	17.3%
Infinite	0
Infinite (%)	0.0%

Mean	244.5559341
Minimum	169.88
Maximum	308.27
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	169.88
5-th percentile	183.205
Q1	226.24
median	249.46
Q3	264.05
95-th percentile	294.895
Maximum	308.27
Range	138.39
Interquartile range (IQR)	37.81

Descriptive statistics

Standard deviation	31.92075239
Coefficient of variation (CV)	0.1305253643
Kurtosis	-0.08846038267
Mean	244.5559341
Median Absolute Deviation (MAD)	18.15
Skewness	-0.5063431927
Sum	22254.59
Variance	1018.934433
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
176.81	1	0.9%
266.47	1	0.9%
297.67	1	0.9%
252.23	1	0.9%
273.57	1	0.9%
278.76	1	0.9%
240.04	1	0.9%
255.65	1	0.9%
230.36	1	0.9%
250.54	1	0.9%
Other values (81)	81	73.6%
(Missing)	19	17.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
169.88	1	0.9%
171.61	1	0.9%
173.84	1	0.9%
176.81	1	0.9%
182.53	1	0.9%

Value	Count	Frequency (%)
308.27	1	0.9%
304.02	1	0.9%
301.46	1	0.9%
297.67	1	0.9%
295.72	1	0.9%

_merge_1
Categorical

MISSING

Distinct	2
Distinct (%)	1.9%
Missing	2
Missing (%)	1.8%
Memory size	242.0 B

both	91
left_only	17

Frequencies
Length

Value	Count	Frequency (%)
both	91	82.7%
left_only	17	15.5%
(Missing)	2	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	4
Mean length	4.754545455
Min length	3

pigsweanedsowyear
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	102
Distinct (%)	94.4%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	27.65037037
Minimum	23.22
Maximum	33.89
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	23.22
5-th percentile	24.387
Q1	25.74
median	27.47
Q3	29.16
95-th percentile	31.867
Maximum	33.89
Range	10.67
Interquartile range (IQR)	3.42

Descriptive statistics

Standard deviation	2.323033758
Coefficient of variation (CV)	0.0840145621
Kurtosis	-0.009116792624
Mean	27.65037037
Median Absolute Deviation (MAD)	1.73
Skewness	0.5129169506
Sum	2986.24
Variance	5.396485843
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25.34	3	2.7%
30.1	2	1.8%
25.74	2	1.8%
27.45	2	1.8%
24.9	2	1.8%
25.27	1	0.9%
24.12	1	0.9%
29.95	1	0.9%
29.37	1	0.9%
28.47	1	0.9%
Other values (92)	92	83.6%
(Missing)	2	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
23.22	1	0.9%
23.92	1	0.9%
23.99	1	0.9%
24.12	1	0.9%
24.3	1	0.9%

Value	Count	Frequency (%)
33.89	1	0.9%
33.6	1	0.9%
33.57	1	0.9%
33.29	1	0.9%
32.1	1	0.9%

pigsrearedsowyear
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	100
Distinct (%)	92.6%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	26.81768519
Minimum	22.28
Maximum	32.67
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	22.28
5-th percentile	23.583
Q1	24.985
median	26.73
Q3	28.2625
95-th percentile	30.8935
Maximum	32.67
Range	10.39
Interquartile range (IQR)	3.2775

Descriptive statistics

Standard deviation	2.25917552
Coefficient of variation (CV)	0.08424200316
Kurtosis	-0.0894918437
Mean	26.81768519
Median Absolute Deviation (MAD)	1.655
Skewness	0.4574557449
Sum	2896.31
Variance	5.103874031
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.83	3	2.7%
27.17	2	1.8%
24.15	2	1.8%
23.46	2	1.8%
26.73	2	1.8%
25.4	2	1.8%
28.74	2	1.8%
26.37	1	0.9%
28.99	1	0.9%
27.49	1	0.9%
Other values (90)	90	81.8%
(Missing)	2	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
22.28	1	0.9%
23.17	1	0.9%
23.27	1	0.9%
23.46	2	1.8%
23.52	1	0.9%

Value	Count	Frequency (%)
32.67	1	0.9%
32.49	1	0.9%
32.39	1	0.9%
32.26	1	0.9%
31.32	1	0.9%

pigssoldsowyear
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	103
Distinct (%)	95.4%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	26.04277778
Minimum	21.57
Maximum	31.56
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	21.57
5-th percentile	22.937
Q1	24.2725
median	25.795
Q3	27.38
95-th percentile	29.996
Maximum	31.56
Range	9.99
Interquartile range (IQR)	3.1075

Descriptive statistics

Standard deviation	2.196073315
Coefficient of variation (CV)	0.08432561742
Kurtosis	-0.2353977857
Mean	26.04277778
Median Absolute Deviation (MAD)	1.595
Skewness	0.4279612546
Sum	2812.62
Variance	4.822738006
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.96	3	2.7%
25.06	3	2.7%
26.8	2	1.8%
23.31	1	0.9%
25.95	1	0.9%
25.54	1	0.9%
28.21	1	0.9%
27.47	1	0.9%
27.04	1	0.9%
31.29	1	0.9%
Other values (93)	93	84.5%
(Missing)	2	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
21.57	1	0.9%
22.44	1	0.9%
22.64	1	0.9%
22.78	1	0.9%
22.92	1	0.9%

Value	Count	Frequency (%)
31.56	1	0.9%
31.42	1	0.9%
31.29	1	0.9%
31.26	1	0.9%
30.38	1	0.9%

litterssowyear
Real number (ℝ_≥0)

MISSING

Distinct	25
Distinct (%)	23.1%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	2.308703704
Minimum	2.2
Maximum	2.47
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	2.2
5-th percentile	2.22
Q1	2.2675
median	2.3
Q3	2.34
95-th percentile	2.41
Maximum	2.47
Range	0.27
Interquartile range (IQR)	0.0725

Descriptive statistics

Standard deviation	0.06035862593
Coefficient of variation (CV)	0.02614394642
Kurtosis	-0.3988941214
Mean	2.308703704
Median Absolute Deviation (MAD)	0.04
Skewness	0.3773491803
Sum	249.34
Variance	0.003643163724
Monotocity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
2.3	13	11.8%
2.34	9	8.2%
2.33	8	7.3%
2.23	8	7.3%
2.29	8	7.3%
2.25	6	5.5%
2.27	6	5.5%
2.22	6	5.5%
2.36	5	4.5%
2.41	5	4.5%
Other values (15)	34	30.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.2	1	0.9%
2.21	1	0.9%
2.22	6	5.5%
2.23	8	7.3%
2.24	3	2.7%

Value	Count	Frequency (%)
2.47	1	0.9%
2.44	2	1.8%
2.43	2	1.8%
2.41	5	4.5%
2.4	1	0.9%

rearingmortality
Real number (ℝ_≥0)

MISSING

Distinct	42
Distinct (%)	38.9%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	3.013425926
Minimum	1.9
Maximum	5.2
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	1.9
5-th percentile	1.935
Q1	2.3
median	2.95
Q3	3.6
95-th percentile	4.6
Maximum	5.2
Range	3.3
Interquartile range (IQR)	1.3

Descriptive statistics

Standard deviation	0.8406007665
Coefficient of variation (CV)	0.2789518598
Kurtosis	-0.5094254701
Mean	3.013425926
Median Absolute Deviation (MAD)	0.65
Skewness	0.5652608115
Sum	325.45
Variance	0.7066096487
Monotocity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
2	14	12.7%
3	9	8.2%
1.9	6	5.5%
3.1	6	5.5%
3.2	6	5.5%
2.8	5	4.5%
4	4	3.6%
4.1	4	3.6%
2.4	4	3.6%
4.6	4	3.6%
Other values (32)	46	41.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.9	6	5.5%
2	14	12.7%
2.08	1	0.9%
2.1	1	0.9%
2.2	4	3.6%

Value	Count	Frequency (%)
5.2	1	0.9%
5	1	0.9%
4.8	1	0.9%
4.6	4	3.6%
4.5	1	0.9%

finishingmortality
Real number (ℝ_≥0)

MISSING

Distinct	50
Distinct (%)	46.3%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	2.89
Minimum	1.5
Maximum	5.3
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	1.5
5-th percentile	1.7
Q1	2.4
median	2.76
Q3	3.425
95-th percentile	4.36
Maximum	5.3
Range	3.8
Interquartile range (IQR)	1.025

Descriptive statistics

Standard deviation	0.7889600395
Coefficient of variation (CV)	0.2729965535
Kurtosis	0.4746630062
Mean	2.89
Median Absolute Deviation (MAD)	0.5
Skewness	0.6721494674
Sum	312.12
Variance	0.6224579439
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.5	12	10.9%
2.7	7	6.4%
2.2	6	5.5%
3.5	6	5.5%
2.8	4	3.6%
2.3	4	3.6%
1.7	4	3.6%
3.2	4	3.6%
2.6	3	2.7%
3.7	3	2.7%
Other values (40)	55	50.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1.5	2	1.8%
1.6	1	0.9%
1.7	4	3.6%
1.74	1	0.9%
1.8	2	1.8%

Value	Count	Frequency (%)
5.3	1	0.9%
5.01	1	0.9%
4.92	1	0.9%
4.7	1	0.9%
4.64	1	0.9%

finishingdailyliveweightgaingday
Real number (ℝ_≥0)

MISSING

Distinct	78
Distinct (%)	72.2%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	830.4074074
Minimum	667
Maximum	1030
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	667
5-th percentile	688.05
Q1	803
median	830
Q3	876
95-th percentile	972.65
Maximum	1030
Range	363
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	86.4614913
Coefficient of variation (CV)	0.1041193642
Kurtosis	-0.4369885859
Mean	830.4074074
Median Absolute Deviation (MAD)	36
Skewness	-0.03047379698
Sum	89684
Variance	7475.589477
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
820	4	3.6%
860	4	3.6%
866	4	3.6%
831	3	2.7%
876	3	2.7%
810	3	2.7%
880	3	2.7%
687	2	1.8%
694	2	1.8%
706	2	1.8%
Other values (68)	78	70.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
667	1	0.9%
678	1	0.9%
680	1	0.9%
682	1	0.9%
687	2	1.8%

Value	Count	Frequency (%)
1030	1	0.9%
1010	1	0.9%
991	1	0.9%
980	1	0.9%
975	1	0.9%

finishingfeedconversionratio
Real number (ℝ_≥0)

MISSING

Distinct	47
Distinct (%)	43.5%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	2.790648148
Minimum	2.41
Maximum	3.85
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	2.41
5-th percentile	2.48
Q1	2.63
median	2.73
Q3	2.85
95-th percentile	3.577
Maximum	3.85
Range	1.44
Interquartile range (IQR)	0.22

Descriptive statistics

Standard deviation	0.288292664
Coefficient of variation (CV)	0.1033067046
Kurtosis	5.17352947
Mean	2.790648148
Median Absolute Deviation (MAD)	0.115
Skewness	2.147871124
Sum	301.39
Variance	0.08311266009
Monotocity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
2.6	9	8.2%
2.7	5	4.5%
2.83	4	3.6%
2.79	4	3.6%
2.69	4	3.6%
2.68	4	3.6%
2.86	4	3.6%
2.72	3	2.7%
2.75	3	2.7%
3	3	2.7%
Other values (37)	65	59.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
2.41	1	0.9%
2.44	2	1.8%
2.46	2	1.8%
2.48	3	2.7%
2.5	3	2.7%

Value	Count	Frequency (%)
3.85	1	0.9%
3.79	1	0.9%
3.75	1	0.9%
3.74	2	1.8%
3.71	1	0.9%

averageliveweightatslaughterkg
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	26
Distinct (%)	24.1%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	121.1111111
Minimum	106
Maximum	170
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	106
5-th percentile	109
Q1	113
median	120
Q3	122
95-th percentile	154.7
Maximum	170
Range	64
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	13.14358757
Coefficient of variation (CV)	0.1085250349
Kurtosis	8.137114346
Mean	121.1111111
Median Absolute Deviation (MAD)	4
Skewness	2.728206432
Sum	13080
Variance	172.7538941
Monotocity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
122	14	12.7%
121	13	11.8%
120	10	9.1%
110	9	8.2%
123	8	7.3%
113	5	4.5%
109	5	4.5%
170	5	4.5%
119	4	3.6%
128	4	3.6%
Other values (16)	31	28.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
106	1	0.9%
107	1	0.9%
108	1	0.9%
109	5	4.5%
110	9	8.2%

Value	Count	Frequency (%)
170	5	4.5%
168	1	0.9%
130	2	1.8%
129	1	0.9%
128	4	3.6%

averagecarcaseweightcoldkg
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	71
Distinct (%)	65.7%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	92.90259259
Minimum	81
Maximum	137
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	81
5-th percentile	82.105
Q1	86.675
median	91.3
Q3	94.4
95-th percentile	123.765
Maximum	137
Range	56
Interquartile range (IQR)	7.725

Descriptive statistics

Standard deviation	11.58208158
Coefficient of variation (CV)	0.124669089
Kurtosis	8.845318745
Mean	92.90259259
Median Absolute Deviation (MAD)	3.2
Skewness	2.896510214
Sum	10033.48
Variance	134.1446138
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
83	4	3.6%
89.8	4	3.6%
88.2	3	2.7%
93	3	2.7%
82	3	2.7%
136.6	3	2.7%
89.6	3	2.7%
90.3	2	1.8%
85.8	2	1.8%
90.7	2	1.8%
Other values (61)	79	71.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
81	1	0.9%
81.2	1	0.9%
81.9	1	0.9%
82	3	2.7%
82.3	1	0.9%

Value	Count	Frequency (%)
137	1	0.9%
136.6	3	2.7%
136.5	1	0.9%
135	1	0.9%
102.9	1	0.9%

carcasemeatproductionsowyearkg
Real number (ℝ_≥0)

MISSING

Distinct	105
Distinct (%)	97.2%
Missing	2
Missing (%)	1.8%
Infinite	0
Infinite (%)	0.0%

Mean	2412.296296
Minimum	1793
Maximum	3214
Zeros	0
Zeros (%)	0.0%
Memory size	880.0 B

Quantile statistics

Minimum	1793
5-th percentile	1988.9
Q1	2223.25
median	2369
Q3	2578.5
95-th percentile	3048.65
Maximum	3214
Range	1421
Interquartile range (IQR)	355.25

Descriptive statistics

Standard deviation	294.3858254
Coefficient of variation (CV)	0.1220355169
Kurtosis	0.5930386429
Mean	2412.296296
Median Absolute Deviation (MAD)	175
Skewness	0.6711220699
Sum	260528
Variance	86663.01419
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2571	2	1.8%
2369	2	1.8%
2531	2	1.8%
2187	1	0.9%
2703	1	0.9%
1887	1	0.9%
2152	1	0.9%
2665	1	0.9%
2538	1	0.9%
2473	1	0.9%
Other values (95)	95	86.4%
(Missing)	2	1.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1793	1	0.9%
1868	1	0.9%
1887	1	0.9%
1901	1	0.9%
1941	1	0.9%

Value	Count	Frequency (%)
3214	1	0.9%
3187	1	0.9%
3169	1	0.9%
3132	1	0.9%
3128	1	0.9%

country
Categorical

HIGH CORRELATION
MISSING

Distinct	21
Distinct (%)	19.4%
Missing	2
Missing (%)	1.8%
Memory size	880.0 B

AUS	6
IRE	6
HUN	6
USA	6
SWE	6
Other values (16)	78

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
AUS	6	5.5%
IRE	6	5.5%
HUN	6	5.5%
USA	6	5.5%
SWE	6	5.5%
SPA	6	5.5%
NL	6	5.5%
BEL	6	5.5%
ITA	6	5.5%
GER	6	5.5%
Other values (11)	48	43.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	3
Mean length	3.763636364
Min length	2

_merge_2
Categorical

Distinct	3
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Memory size	242.0 B

both	106
left_only	2
right_only	2

Frequencies
Length

Value	Count	Frequency (%)
both	106	96.4%
left_only	2	1.8%
right_only	2	1.8%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	4
Mean length	4.2
Min length	4

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	feed_gbpperkgcarc	othervariablecosts_gbpperkgcarc	totalvariablecosts_gbpperkgcarc	labour_gbpperkgcarc	depreciationandfinance_gbpperkgcarc	totalfixedcosts_gbpperkgcarc	total_gbpperkgcarc	year	country_upcase	sow_europertonne	rearer_europertonne	finisher_europertonne	averagefarmfeedprice_europertonne	_merge_1	pigsweanedsowyear	pigsrearedsowyear	pigssoldsowyear	litterssowyear	rearingmortality	finishingmortality	finishingdailyliveweightgaingday	finishingfeedconversionratio	averageliveweightatslaughterkg	averagecarcaseweightcoldkg	carcasemeatproductionsowyearkg	country	_merge_2
0	0.67	0.18	0.85	0.10	0.20	0.31	1.16	2015.0	AUS	NaN	NaN	NaN	NaN	left_only	24.40	23.71	23.31	2.30	2.80	1.70	778.0	2.95	120.0	93.8	2187.0	AUS	both
1	0.71	0.14	0.85	0.09	0.15	0.23	1.08	2015.0	BEL	NaN	NaN	NaN	NaN	left_only	28.40	27.43	26.61	2.33	3.40	3.00	678.0	2.86	113.0	91.2	2428.0	BEL	both
2	0.46	0.11	0.57	0.05	0.07	0.12	0.70	2015.0	BRA_MT	NaN	NaN	NaN	NaN	left_only	25.36	24.85	24.31	2.41	2.00	2.20	831.0	2.60	122.0	91.1	2215.0	BRA_MT	both
3	0.65	0.09	0.74	0.05	0.07	0.12	0.87	2015.0	BRA_SC	NaN	NaN	NaN	NaN	left_only	26.66	26.13	25.55	2.30	2.00	2.20	820.0	2.60	120.0	89.6	2289.0	BRA_SC	both
4	0.61	0.12	0.73	0.11	0.08	0.19	0.92	2015.0	CAN	NaN	NaN	NaN	NaN	left_only	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	left_only
5	0.63	0.18	0.81	0.10	0.15	0.25	1.06	2015.0	DEN	NaN	NaN	NaN	NaN	left_only	31.26	30.29	29.17	2.27	3.10	3.70	947.0	2.67	110.0	83.3	2429.0	DEN	both
6	0.61	0.22	0.83	0.13	0.21	0.35	1.18	2015.0	FIN	NaN	NaN	NaN	NaN	left_only	25.82	25.28	24.62	2.22	2.08	2.60	956.0	2.70	122.0	90.6	2230.0	FIN	both
7	0.66	0.18	0.84	0.10	0.16	0.26	1.10	2015.0	FRA	NaN	NaN	NaN	NaN	left_only	27.86	27.17	26.19	2.38	2.48	3.59	810.0	2.73	120.0	91.6	2398.0	FRA	both
8	0.65	0.22	0.87	0.10	0.17	0.28	1.15	2015.0	GER	NaN	NaN	NaN	NaN	left_only	28.64	27.90	27.17	2.34	2.60	2.60	817.0	2.82	122.0	94.1	2556.0	GER	both
9	0.81	0.22	1.02	0.13	0.17	0.30	1.33	2015.0	GB	NaN	NaN	NaN	NaN	left_only	24.38	23.70	23.05	2.27	2.79	2.74	817.0	2.69	106.0	81.0	1868.0	GB	both

Last rows

	feed_gbpperkgcarc	othervariablecosts_gbpperkgcarc	totalvariablecosts_gbpperkgcarc	labour_gbpperkgcarc	depreciationandfinance_gbpperkgcarc	totalfixedcosts_gbpperkgcarc	total_gbpperkgcarc	year	country_upcase	sow_europertonne	rearer_europertonne	finisher_europertonne	averagefarmfeedprice_europertonne	_merge_1	pigsweanedsowyear	pigsrearedsowyear	pigssoldsowyear	litterssowyear	rearingmortality	finishingmortality	finishingdailyliveweightgaingday	finishingfeedconversionratio	averageliveweightatslaughterkg	averagecarcaseweightcoldkg	carcasemeatproductionsowyearkg	country	_merge_2
100	0.80	0.18	0.97	0.09	0.20	0.30	1.27	2020.0	HUN	242.87	343.51	226.27	238.86	both	31.93	31.32	30.38	2.39	1.9	3.00	699.0	2.92	118.0	93.50	2841.0	HUN	both
101	0.96	0.24	1.20	0.14	0.22	0.36	1.56	2020.0	IRE	289.00	414.70	280.00	308.27	both	29.28	28.48	27.72	2.31	2.8	2.70	921.0	2.60	115.0	88.20	2445.0	IRE	both
102	1.11	0.22	1.33	0.15	0.22	0.37	1.70	2020.0	ITA	274.74	375.33	263.00	272.64	both	25.41	24.14	23.46	2.23	5.0	2.80	706.0	3.74	170.0	137.00	3214.0	ITA	both
103	0.80	0.32	1.12	0.12	0.17	0.29	1.41	2020.0	NL	270.40	369.20	251.55	264.91	both	30.82	30.11	29.36	2.34	2.3	2.50	866.0	2.56	125.0	97.40	2860.0	NL	both
104	0.84	0.22	1.07	0.09	0.12	0.21	1.27	2020.0	SPA	242.27	419.05	258.64	267.61	both	28.12	26.75	25.66	2.30	4.8	4.10	754.0	2.46	117.0	88.20	2264.0	SPA	both
105	0.88	0.18	1.05	0.15	0.31	0.46	1.52	2020.0	SWE	242.50	336.90	233.50	247.20	both	27.82	27.26	26.80	2.24	2.0	1.70	973.0	2.82	123.0	90.20	2416.0	SWE	both
106	0.64	0.13	0.77	0.07	0.12	0.19	0.96	2020.0	USA	176.40	433.26	158.87	182.53	both	27.29	26.03	24.65	2.40	4.6	5.30	853.0	2.75	129.0	94.20	2323.0	USA	both
107	0.85	0.24	1.09	0.13	0.21	0.34	1.43	2020.0	EU AVERAGE	258.64	356.31	249.20	263.34	both	29.61	28.71	27.92	2.30	3.1	2.70	850.0	2.79	124.0	96.28	2672.0	EU average	both
108	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2015.0	HUN	NaN	NaN	NaN	NaN	NaN	23.92	23.46	22.78	2.21	1.9	2.91	667.0	3.33	111.0	88.20	2010.0	HUN	right_only
109	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2016.0	HUN	NaN	NaN	NaN	NaN	NaN	24.91	24.43	23.62	2.23	1.9	3.31	704.0	3.23	113.0	89.60	2116.0	HUN	right_only

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows